no-mistakes(document): Sweep residual gemma aliases; align compression rule contradiction

inference-optimization.prose.md

@@ -23,7 +23,7 @@ management, and prompt caching — without sacrificing agent capability.
   .123, any others on .129/.122) including compression, model, context_window,
   prompt_caching, memory settings
 - `gpu-health`: health check response from all 3 GPU backends (strix-moe .15:8080,
-  qwen .8:8080, gemma .110:8080)
+  gpu-dense .8:8080, gpu-vision .110:8080)
 
 ### Maintains
 
@@ -56,8 +56,8 @@ duration.
 **Context is the root cause.** Every ~46K prompt token costs ~87s of
 prefill time at 532 tok/s. Fix context first, routing second.
 
-- **Route by task**: qwen for code/standard queries; gemma for
-  compression/auxiliary; strix-moe for compression tasks.
+- **Route by task**: gpu-dense for code/standard queries; gpu-vision for
+  vision/web-auxiliary; syslog-auto for compression.
 - **Compress aggressively**: threshold at 40% (not 65%) — a 128K window should
   compact at 51K, not 85K. Target 15% tail (not 30%).
 - **Cache everything repeated**: system prompts, skill docs, AGENTS.md — these